Hybrid wind-PV system capacity limit calculation of based on constraint transformer

Aiming at the hybrid wind-PV system planning problem, a optimization model of installed capacity is proposed in this paper with the constraint of main transformer. Firstly, to account for the stochastic nature of wind and solar resource, by use of ARMA model and Fuzzy C-means(FCM) algorithm, a full-year time series models of wind power, photovoltaic(PV) power are presented. Then, using main transformer utilization, the complementarity of wind and solar energy resource is quantified. And based on the chance-constrained programming, the calculation models are respectively built for two common kinds of planning problem. With an actual case in Shandong province, the problems of wind and solar accommodation and the optimal proportion are calculated and analyzed. The results demonstrate the effectiveness of the proposed method in improving the renewable energy resource utilization.

[1]  Lasantha Meegahapola,et al.  Characterisation of large disturbance rotor angle and voltage stability in interconnected power networks with distributed wind generation , 2015 .

[2]  Paul Giorsetto,et al.  Development of a New Procedure for Reliability Modeling of Wind Turbine Generators , 1983, IEEE Transactions on Power Apparatus and Systems.

[3]  Dai Hui-zhu,et al.  WIND POWER PENETRATION LIMIT CALCULATION BASED ON CHANCE CONSTRAINED PROGRAMMING , 2002 .

[4]  H.W. Zaininger,et al.  Potential Dynamic Impacts of Wind Turbines on Utility Systems , 1981, IEEE Transactions on Power Apparatus and Systems.

[5]  Joakim Widen,et al.  Correlations Between Large-Scale Solar and Wind Power in a Future Scenario for Sweden , 2011, IEEE Transactions on Sustainable Energy.

[6]  Probability Subcommittee,et al.  IEEE Reliability Test System , 1979, IEEE Transactions on Power Apparatus and Systems.

[7]  Chen Shu-yong.  AMENDING ALGORITHM FOR WIND FARM PENETRATION OPTIMIZATION BASED ON APPROXIMATE LINEAR PROGRAMMING METHOD , 2004 .

[8]  Hassan Ghasemi,et al.  Maximum penetration level of wind generation considering power system security limits , 2012 .

[9]  Tapan Kumar Saha,et al.  A Time-Dependent Approach to Evaluate Capacity Value of Wind and Solar PV Generation , 2016, IEEE Transactions on Sustainable Energy.

[10]  Ding Min,et al.  A Review on the Effect of Large-scale PV Generation on Power Systems , 2014 .

[11]  J. O. Gjerde,et al.  Steady state power system issues when planning large wind farms , 2002, 2002 IEEE Power Engineering Society Winter Meeting. Conference Proceedings (Cat. No.02CH37309).

[12]  R. Billinton,et al.  Considering load-carrying capability and wind speed correlation of WECS in generation adequacy assessment , 2006, IEEE Transactions on Energy Conversion.

[13]  R. Billinton,et al.  Adequacy Assessment Considerations in Wind Integrated Power Systems , 2012, IEEE Transactions on Power Systems.

[14]  Vijay Vittal,et al.  Impact of increased penetration of DFIG based wind turbine generators on transient and small signal stability of power systems , 2009, IEEE PES General Meeting.